Update README.md

README.md

@@ -118,18 +118,18 @@ pip install datasets
 ### 1. Using snapshot_download()
 
 ```python
-from huggingface_hub import snapshot_download
+import huggingface_hub
 
 dataset_name = "inductiva/windtunnel"
 
 # Download the entire dataset
-snapshot_download(repo_id=dataset_name, repo_type="dataset")
+huggingface_hub.snapshot_download(repo_id=dataset_name, repo_type="dataset")
 
 # Download to a specific local directory
-snapshot_download(repo_id=dataset_name, repo_type="dataset", local_dir="local_folder")
+huggingface_hub.snapshot_download(repo_id=dataset_name, repo_type="dataset", local_dir="local_folder")
 
 # Download only the simulation metadata across all simulations
-snapshot_download(
+huggingface_hub.snapshot_download(
     repo_id=dataset_name,
     repo_type="dataset",
     local_dir="local_folder",
@@ -140,10 +140,10 @@ snapshot_download(
 ### 2. Using load_dataset()
 
 ```python
-from datasets import load_dataset
+import datasets
 
 # Load the dataset (streaming is supported)
-dataset = load_dataset("inductiva/windtunnel", streaming=False)
+dataset = datasets.load_dataset("inductiva/windtunnel", streaming=False)
 
 # Display dataset information
 print(dataset)